Digital Commons Network^™

Leveraging Transformer-Based Ocr Model With Generative Data Augmentation For Engineering Document Recognition, Wael Khallouli, Mohammad Shahab Uddin, Andres Sousa-Poza, Jiang Li, Samuel Kovacic

Engineering Management & Systems Engineering Faculty Publications

The long-standing practice of document-based engineering has resulted in the accumulation of a large number of engineering documents across various industries. Engineering documents, such as 2D drawings, continue to play a significant role in exchanging information and sharing knowledge across multiple engineering processes. However, these documents are often stored in non-digitized formats, such as paper and portable document format (PDF) files, making automation difficult. As digital engineering transforms processes in many industries, digitizing engineering documents presents a crucial challenge that requires advanced methods. This research addresses the problem of automatically extracting textual content from non-digitized legacy engineering documents. We introduced …

Feminist Digital Center: Building An Online Hub For Undergraduate Feminist Scholarship, Julie Shayne, Tessa Denton, Denise Hattwig

Journal of Feminist Scholarship

This paper is about The Feminist Digital Center (FDC). We begin by briefly theoretically situating our project in discussions of feminist and open pedagogy, high impact practices, and digital scholarship. Next, we discuss how the FDC came to be, institutionally and digitally, with particular emphasis on the assignments students did to fill the site. We close with why the site matters. We hope readers will attempt some version of this project at your institutions and find value in the model we share.

Perspectives 2025, Oberlin College Libraries

Perspectives Annual Reports

No abstract provided.

Gvsu Press Releases, 2025, Grand Valley State University

University Press Releases, 1961-Present

A compilation of press releases for the year 2025 submitted by University Communications (formerly News & Information Services) to news agencies concerning the people, places, and events related to Grand Valley State University.

Browsing Within An Academic Library, Holt Zaugg, Jillian Bunderson

Faculty Publications

Purpose – Browsing library resources is a method long used by researchers to expand their understanding of ill-defined projects and to have serendipitous research discoveries. This study sought to understand the browsing activities of students in an academic library. Design/methodology/approach – The study used two methods. First, a link to an online survey was posted on posters throughout the library inviting students to share their browsing experience. Second, library security officers (student employees) were asked to count the number of people browsing within the stacks as they conducted their hourly walk-throughs of the library. Browsing was broadly defined as anyone …

Generative Ai And Finding The Law, Paul D. Callister

Faculty Works

Legal information science requires, among other things, principles and theories. The article states six principles or considerations that any discussion of generative AI large language models and their role in finding the law must include. The article concludes that law librarianship will increasingly become legal information science and require new paradigms. In addition to the six principles, the article applies ecological holistic media theory to understand the relationship of the legal community’s cognitive authority, institutions, techné (technology, medium and method), geopolitical factors, and the past and future to understand the changes in this information milieu. The article also explains generative …

Archeota, Fall/Winter 2024, Sarah Miller, Kaitlyn O'Dell, Erica Leff, Peyton Walters, Joshua Insel

Archeota

Archeota is a platform for SJSU iSchool students to contribute to the archival conversation. It is written BY students, FOR students. It provides substantive content on archival concerns and issues and promotes professional development in the field of archival studies. Archeota upholds the core values of the archival profession.

Contents

A Tale of Two Film Archives: History and Impact of the British Film Institute and the Cinémathèque Française by Sarah Miller

Enhancing Archival Access with Sustainability: Insights from a Library Scholar Internship at Cal Poly Humboldt by Kaitlyn R. O’Dell

Farewell to Our Winter 2024 Graduate: Interviews with SAA Student …

Bridging University And Hospital Libraries: Evidence-Based Strategies For Developing A New Medical School Library, Dana Thimons, Nancy Hampton, Kelly Fogarty

Faculty and Staff Publications

This poster, presented at the Medical Library Association (MLA) Annual Meeting, describes how Xavier University of Louisiana and Ochsner Health partnered to establish a new medical school, requiring library leaders to address LCME Standard 5.8 (Library Resources/Staff) within the data collection instrument and self-study for preliminary accreditation. A cross-institutional workgroup undertook a multi-method approach to building an evidence-based case for library planning, including a literature review, comparator institution database analysis, mapping of needs to LCME Standards, informal stakeholder interviews, consultation of AAHSL statistics and Doody's resources, evaluation of current holdings, and price estimation for needed resources. Key challenges included communicating …

A New Guide To Kf Modified: Kf Classification Modified For Use In Canadian And Common Law Law Libraries, F. Tim Knight, Janet M. Moss

Librarian Publications & Presentations

The revised and updated edition of the Guide to KF Classification Modified for Use in Canadian Law Libraries written by Janet M. Moss of the Gerard V. La Forest Law Library at the University of New Brunswick in 2004 and published in 2006 as an Occasional Paper by the Canadian Association of Law Libraries/L'Association canadienne des bibliothèques de droit. This revision clarifies the use of KF Modified, incorporates the enhancements and improvements that have been applied to the KF Modified classification scheme during the intervening years, and contributes to the consistent use of this classification scheme in law libraries using …

Lbsci 702: Information Sources And Service: General, Nafiz Z. Shuva

Open Educational Resources

No abstract provided.

Collections As Data: A Data Literacy Tool For Community Engagement, Daria Orlowska, Lynn Houghton

University Libraries Faculty & Staff Publications

The Collections as Data initiative begun by Thomas Padilla strives to reframe digital objects as data that is community-oriented, contextualized for easy reusability, and empowering reimagination in creative ways. In an effort to increase the accessibility of University Libraries archival collections to researchers and students, we began investigating the feasibility of this initiative on our campus using the digitized South Haven Lighthouse Log Collection as a starting point. The lighthouse logs are a series of digitized journals originally compiled at South Pierhead Light in South Haven, Michigan, recording passing vessels, weather remarks and lighthouse expenditures between 1878-1892. A collection assessment …

Bibliography For Love Data Week 2025, Arianna Tillman, Isabella Piechota, Annikah Carpio

Library Displays and Bibliographies

A bibliography created to support a display about research data and Love Data Week during January/February 2025 at the Leatherby Libraries at Chapman University.

Unveiling Legacies: Exploring And Analyzing Cultural Artifacts In The Higbee Collection, Samantha Staller

Williams Honors College, Honors Research Projects

Anthropology and the Cummings Center to find ways to properly analyze an archaeological collection's artifacts to understand the overall significance of everything better. Before starting my research, I came up with the following questions: Can any artifacts be considered culturally affiliated? Is everything in the collection authentic? What is the overall background of the collection? Does this collection have any connection to Ohio history? Can anything in the collection be dated? Throughout the research, I will create an Excel inventory list to include qualitative and quantitative data from the artifacts to give insight into what is included in the Higbee …

Introduction To Systematic Review For The Health Sciences (Spring 2025), Bethany S. Mcgowan

Libraries Faculty and Staff Creative Materials

The course syllabus for the Spring 2025 iteration of the graduate course ILS 595: Introduction to Systematic Review for the Health Sciences.

Designing For Neurodiversity In Web Spaces, Kelly Getz, Kimberly Shotick

Faculty Books & Book Chapters

In this chapter, we share how we carried out library website usability studies with neurodivergent students. The research is situated within the Social Model of Disability and places value on students' experiences challenges. Through usability studies and inclusive web service redesign plans, we center the opinions and expectations of neurodivergent student users in ways neurotypical users have been centered and designed around in the past. The chapter will share methods and best practices for conducting usability studies with neurodivergent individuals as well as findings from our own study.

A Textbook Equity Student Advisory Board, Karlee Colby, Anne Marie H. Gruber

Faculty Publications

Engaging college students in advocacy related to open educational resources (OER) is an important way to raise awareness and encourage OER adoption on campuses in higher education. The student perspective is vital to encouraging instructors and administrators to be responsive to student needs, concerns, and preferences related to course materials access, and to consider affordability and usage rights. This case study describes the library-facilitated Textbook Equity Student Advisory Board at the University of Northern Iowa, a medium-sized regional comprehensive university. The board serves as a two-way communication outlet between textbook equity campus leaders and students, including student government. This article …

Advancing Deib In Our Communities: How To Gain Leadership Experience At Work In A Non-Supervisory Role: Advocacy, Conversations, And Creating Change, Jason Tubinis, Havilah Joy-Steinmen Bakken, Aamir Abdullah, Valerie Horton

Scholarly Works

The article emphasizes the critical role of diversity, equity, inclusion, and belonging (DEIB) in librarianship and legal professions, highlighting the challenges of information overload and the importance of advocacy. It provides strategies to manage information effectively and stay informed, advocating for the use of reliable sources and critical media literacy to navigate misinformation.

Ai Literacy For All: A Universal Framework, Leo S. Lo

University Libraries & Learning Sciences Faculty and Staff Publications

Artificial intelligence has become a pervasive force shaping society, economy, and daily life. Despite widespread media coverage and business adoption, a significant gap persists between superficial awareness and meaningful understanding of AI's principles, ethical dimensions, and societal implications. This paper introduces AI Literacy for All: A Universal Framework, a comprehensive model designed to foster responsible engagement with AI across diverse populations.

The framework integrates five essential components—Technical Knowledge, Ethical Awareness, Critical Thinking, Practical Use, and Societal Impact—each structured into four progressive levels guiding learners from basic awareness to strategic insight. This design balances accessible technical understanding with ethical reasoning, critical …

2025 Digital Commons And Experts Annual Report, Amanda Steinvall

Publications 2026-present

No abstract provided.

Showing Our Resolve, Michael Fernandez, Rachel E. Scott

Faculty and Staff Publications – Milner Library

[In the absence of an abstract, the opening of the editorial is provided.] New Year’s resolutions tend to be ephemeral things, conceived in the waking fog of the early morning (or afternoon, no judgment) on January 1 and usually abandoned before the first bloom of spring. Here at Library Resources & Technical Services (LRTS), we strive not to be fair weather planners, and so our resolution for 2025 (and beyond) has been years in the making. The editors of LRTS, working alongside Core Journal editors and within the broader family of American Library Association (ALA) publications, resolves …

Lbsci 723: Advanced Subject Cataloging And Classification, Shuheng Wu

Open Educational Resources

No abstract provided.

Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah

Journal of International Technology and Information Management

This study examined the predictive ability of machine learning algorithms in identifying crises within African stock markets. The study employed seven distinct machine-learning models, analyzing historical stock prices from eight stock markets, three major sentiment indicators, and the exchange rates of local currencies against the US dollar, with each data spanning from May 1, 2007, to April 1, 2023. Extreme Gradient Boosting (XGBoost) emerged as the most effective algorithm for predicting crises. Historical stock prices and exchange rates were identified as the most critical features for prediction. On the sentiment side, investors’ perceptions of potential volatility on the S&P 500, …

Preventive Health Care Information Seeking Behaviors Among Baby Boomers In Taiwan, Alexander N. Chen, Michael J. Rubach, Tracy Suter, Hsin Ke Lu, Mark E. Mcmurtrey

Journal of International Technology and Information Management

Preventive health care is widely acknowledged as one of the most effective ways to reduce medical costs and enhance people's health. Preventive health care information (PHCI) is a crucial component. This study examines the PHCI-seeking behaviors of Taiwanese baby boomers. The study found some support for the idea that the preferred media used influenced the likelihood of Information seeking behavior. People with good health conditions were found to be more likely to seek PHCI, while people with greater health care needs sought out PHCI less frequently. The study examined social influences, which were found to be important. Three different types …

Pedagogy In The Age Of Ai: Exploring Generative Ai For Higher Education, Alison Munsch Phd

Journal of International Technology and Information Management

Generative Artificial Intelligence (AI) presents transformative opportunities for higher education, enabling personalized learning, enhanced student engagement, and efficient pedagogical practices. This tutorial-style article guides educators in integrating generative AI into their classrooms through hands-on activities, practical strategies, and reflective exercises. It explores the capabilities of AI tools such as ChatGPT, their applications across disciplines, and the ethical considerations for their use. By cultivating critical thinking and fostering student readiness for AI-driven futures, this article underscores the transformative potential of generative AI in higher education with an emphasis on the academic areas of business analytics, information systems, and computer science.

Surviving And Thriving In The Hybrid Cloud: A Review Of The Current Cloud Computing Landscape, Peter Munsch, Alison Munsch

Journal of International Technology and Information Management

Background and Purpose

Both academic and industry institutions have increasingly migrated essential services to public cloud providers (e.g., Microsoft, AWS, Google) with mixed outcomes. Some industry leaders attempted to fully replace their on-premises data centers with public cloud services, a move not advised without thorough performance and cost analyses (Potel, 2023). Despite some organizations pulling back from the “Cloud First” strategy, the public cloud services market continued to grow, with revenue increasing by approximately 20% year-over-year since 2020 and surpassing half a trillion dollars in 2022 (IDC Worldwide Semiannual Public Cloud Services Tracker, 2H 2022). Cloud technologists suggested that hybrid …

Predicting Global Healthcare Supply Chain Delays: A Machine Learning Approach Leveraging Country-Level Logistics Metrics, Jeevan Sai Gali, Nima Molavi, Sepideh Alavi

Journal of International Technology and Information Management

In global healthcare logistics, ensuring the timely delivery of medical commodities is critical, particularly in low- and middle-income countries characterized by infrastructural limitations and operational uncertainties. This research introduces an advanced, data-driven predictive framework designed to forecast delivery delays by synthesizing granular, internal shipment-level data from the USAID Global Health Supply Chain Program (GHSC-PSM) with external country-level logistics capabilities indicators derived from the World Bank’s Logistics Performance Index (LPI). Rather than relying on retrospective trend analyses, this study employs machine learning algorithms such as Random Forest, XGBoost, Support Vector Machines (SVM), and Multi-Layer Perceptron (MLP) to detect …

Academic Libraries Addressing Health Literacy And Misinformation, Brynne Campbell Rice, Emily Petersen, Ian Roberts, Emily Vardell, Deborah Charbonneau

Himmelfarb Library Faculty Posters and Presentations

No abstract provided.

Addressing Anti-Black Racism In Library And Information Science Curriculum, Amber Matthews

STEMPS Faculty Publications

This paper explores the development of the graduate course Anti-Racism in Library and Information Science that was piloted at Western University in 2022 and 2023. The one-semester (13-week) course was designed with Black-led community organizations and students contributed to anti-racist information and memory work through experiential learning partnerships. The course used critical Library and Information Science (LIS) literature alongside Black Canadian scholarly perspectives that were grounded in anti-oppression and anti-racism frameworks. The course goals were for students to develop an understanding of how race and other structural inequities inform lived experiences and tools to support collaborative community-led projects. The LIS-tailored …

How District Administrators Further The Book Banning Agenda, Kim Reichenbach Krutka

STEMPS Faculty Publications

Book banning and censorship in school libraries remain a significant barrier to intellectual freedom. Drawing on ten years of experience as a Texas school librarian, this opinion article highlights how district policies and grievance procedures empower individuals to exclude books representing marginalized identities, particularly queer and Black experiences. Using Critical Race Theory (CRT), specifically the tenets of whiteness as property and counter storytelling, the article explains how these policies uphold white privilege and dominant narratives while silencing counter-stories that validate diverse student identities. The grievance process allows a single hearing officer to overturn committee decisions without transparent reasoning, often restricting …

Moving Goalposts: Unknowables, And Anxiety In Tenure And Promotion, Mark Diacopoulos, Ruth Monnier

Open Educational Resources - Teaching and Learning

In this study, two tenure-track colleagues (Mark and Ruth) examined their process of seeking tenure and promotion. They sought to answer the following question: To what extent do the unknowables in the tenure and promotion process lead to unnecessary anxiety?